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Automation Risk Analysis

Will “Artificial Breeding Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Artificial Breeding Technician” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

46%

“Artificial Breeding Technician” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Biological Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist biological and medical scientists. Set up, operate, and maintain laboratory instruments and equipment, monitor experiments, collect data and samples, make observations, and calculate and record results. May analyze organic substances, such as blood, food, and drugs.

Avg. Annual Salary $58,020
Avg. Hourly Wage $27.89
Available Jobs (US) 76,190
Job Title & Hierarchy Code (SOC) Biological Technicians #19-4021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Biological Technicians”

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Core Skills & Abilities

  • Examine animals and specimens to detect the presence of disease or other problems.

  • Measure or weigh compounds and solutions for use in testing or animal feed.

  • Monitor and observe experiments, recording production and test data for evaluation by research personnel.

  • Set up, adjust, calibrate, clean, maintain, and troubleshoot laboratory and field equipment.

  • Clean, maintain and prepare supplies and work areas.

  • Input data into databases.

  • Place orders for laboratory equipment and supplies.

  • Analyze experimental data and interpret results to write reports and summaries of findings.

  • Keep detailed logs of all work-related activities.

  • Use computers, computer-interfaced equipment, robotics or high-technology industrial applications to perform work duties.

  • Feed livestock or laboratory animals.

  • Monitor laboratory work to ensure compliance with set standards.

  • Participate in the research, development, or manufacturing of medicinal and pharmaceutical preparations.

  • Provide technical support and services for scientists and engineers working in fields such as agriculture, environmental science, resource management, biology, and health sciences.

  • Conduct standardized biological, microbiological or biochemical tests and laboratory analyses to evaluate the quantity or quality of physical or chemical substances in food or other products.

  • Isolate, identify and prepare specimens for examination.

  • Conduct research, or assist in the conduct of research, including the collection of information and samples, such as blood, water, soil, plants and animals.

Technologies & Software

  • BD Biosciences CellQuest
  • Claude (Anthropic)
  • Adobe Photoshop
  • Corel WordPerfect Office Suite
  • Microsoft Office software
  • Mistral AI (chat/models)
  • MapInfo MapMarker
  • PolyBayes
  • Scite AI
  • Gemini (Google)
  • Grok (xAI)
  • Phrap
  • Database software
  • Gene Runner
  • Geographic information system GIS software
  • Consensus
  • Gene Codes Sequencher
  • Word processing software
  • Qwen (Alibaba)
  • Adobe Acrobat
  • Elicit
  • Nova (Amazon)
  • Thomson EndNote
  • Primer3
  • Microsoft Word
  • Laboratory information management system LIMS
  • NotebookLM (Google)
  • Semantic Scholar AI
  • Harvard Graphics
  • ClustalW
  • ESRI ArcGIS software
  • Phred
  • Microsoft Outlook
  • Llama (Meta)
  • IBM Lotus 1-2-3
  • Microsoft .NET Framework
  • Systat Software TableCurve
  • Microsoft Access
  • Graphics software
  • Statistical software
  • Kimi (Moonshot AI)
  • SAS
  • Microsoft Excel
  • DeepSeek
  • ChatGPT (OpenAI)
  • Microsoft PowerPoint
  • Systat Software SigmaPlot
  • BoxShade
  • Gemini for Workspace
  • Microsoft Project
  • Mistral (Mistral AI)
  • Perplexity AI
  • Gel chromatography equipment
  • Light/tissue culture microscopes
  • Coulter counters
  • Imaging systems
  • Ultramicrotomes
  • Electrophorators
  • Ultralow freezers
  • Drying ovens
  • Polymerase chain reaction PCR equipment
  • Vacuum dehydration units
  • Personal computers
  • pH meters
  • High-voltage electrophoresis apparatus
  • Liquid nitrogen freezers
  • Microplate shakers
  • Waterbaths
  • Biological containment hoods
  • Fluorometers
  • Refrigerated centrifuges
  • Automated microplate ELISA readers
  • Balances
  • Full-face respirators
  • Incubators
  • Dissection microscopes
  • Bioanalyzers
  • Hybridization ovens
  • Gel imaging apparatus
  • Automated tissue/slide stainers
  • Deoxyribonucleic acid DNA sequencers
  • Anaerobic growth chambers
  • Amino acid analyzers
  • Volumetric glassware
  • Notebook computers
  • Petri dishes
  • Analytical balances
  • Ultracentrifuges
  • Gas chromatographs GC
  • Laboratory ovens
  • Flow cytometers
  • Robotic laboratory equipment
  • Electrophoresis boxes
  • Aerobic growth chambers
  • Titration burets
  • Fluoride electrodes
  • Hematology cell counters
  • Ultraviolet water purification systems
  • Automated cell counters
  • Deoxyribonucleic acid DNA synthesizers
  • Liquid handling robots
  • Protein sequencers
  • Test tubes
  • Inverted microscopes
  • Glass washers
  • Polymerase chain reaction PCR thermocyclers
  • Paraffin embedding consoles
  • Cytofluorographs
  • Microplate washers
  • Radioactive counters
  • Laser printers
  • Conductivity meters
  • Microplate readers
  • Inherit sequencing analysis systems
  • Autoclaves
  • Spectrophotometers
  • Agitators
  • Inoculating loops
  • Sterilizers
  • Ultrasonic cleaners
  • Distillation equipment
  • Homogenizers
  • Automatic pipetters
  • Multichannel pipetters
  • Incubator microscopes
  • Centrifuges
  • Stirring hotplates
  • Microcentrifuges
  • Water jacketed incubators

Alternative Job Titles